Overview

Dataset statistics

Number of variables24
Number of observations1143831
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory209.4 MiB
Average record size in memory192.0 B

Variable types

Numeric24

Alerts

Kdp_5x5_10th is highly overall correlated with Kdp_5x5_90th and 14 other fieldsHigh correlation
Kdp_5x5_90th is highly overall correlated with Kdp_5x5_10th and 14 other fieldsHigh correlation
Ref is highly overall correlated with Kdp_5x5_10th and 11 other fieldsHigh correlation
RefComposite is highly overall correlated with Kdp_5x5_10th and 12 other fieldsHigh correlation
RefComposite_5x5_10th is highly overall correlated with Kdp_5x5_10th and 12 other fieldsHigh correlation
RefComposite_5x5_50th is highly overall correlated with Kdp_5x5_10th and 12 other fieldsHigh correlation
RefComposite_5x5_90th is highly overall correlated with Kdp_5x5_10th and 12 other fieldsHigh correlation
Ref_5x5_10th is highly overall correlated with Kdp_5x5_10th and 11 other fieldsHigh correlation
Ref_5x5_50th is highly overall correlated with Kdp_5x5_10th and 11 other fieldsHigh correlation
Ref_5x5_90th is highly overall correlated with Kdp_5x5_10th and 11 other fieldsHigh correlation
RhoHV is highly overall correlated with Kdp_5x5_10th and 14 other fieldsHigh correlation
RhoHV_5x5_10th is highly overall correlated with Kdp_5x5_10th and 14 other fieldsHigh correlation
RhoHV_5x5_50th is highly overall correlated with Kdp_5x5_10th and 14 other fieldsHigh correlation
RhoHV_5x5_90th is highly overall correlated with Kdp_5x5_10th and 6 other fieldsHigh correlation
Zdr is highly overall correlated with Zdr_5x5_50th and 1 other fieldsHigh correlation
Zdr_5x5_10th is highly overall correlated with Kdp_5x5_10th and 6 other fieldsHigh correlation
Zdr_5x5_50th is highly overall correlated with ZdrHigh correlation
Zdr_5x5_90th is highly overall correlated with Kdp_5x5_10th and 12 other fieldsHigh correlation
radardist_km is highly overall correlated with Zdr_5x5_90thHigh correlation
Id is uniformly distributedUniform
Id has unique valuesUnique
Ref has 416082 (36.4%) zerosZeros
Ref_5x5_10th has 511637 (44.7%) zerosZeros
Ref_5x5_50th has 438143 (38.3%) zerosZeros
Ref_5x5_90th has 357419 (31.2%) zerosZeros
RefComposite has 407941 (35.7%) zerosZeros
RefComposite_5x5_10th has 497951 (43.5%) zerosZeros
RefComposite_5x5_50th has 429784 (37.6%) zerosZeros
RefComposite_5x5_90th has 349029 (30.5%) zerosZeros
RhoHV has 555533 (48.6%) zerosZeros
RhoHV_5x5_10th has 640660 (56.0%) zerosZeros
RhoHV_5x5_50th has 575058 (50.3%) zerosZeros
RhoHV_5x5_90th has 496446 (43.4%) zerosZeros
Zdr has 558981 (48.9%) zerosZeros
Zdr_5x5_10th has 642303 (56.2%) zerosZeros
Zdr_5x5_50th has 580251 (50.7%) zerosZeros
Zdr_5x5_90th has 497059 (43.5%) zerosZeros
Kdp has 613306 (53.6%) zerosZeros
Kdp_5x5_10th has 690032 (60.3%) zerosZeros
Kdp_5x5_50th has 630864 (55.2%) zerosZeros
Kdp_5x5_90th has 558679 (48.8%) zerosZeros

Reproduction

Analysis started2024-07-12 15:29:56.553014
Analysis finished2024-07-12 15:35:33.806085
Duration5 minutes and 37.25 seconds
Software versionydata-profiling v4.8.3
Download configurationconfig.json

Variables

Id
Real number (ℝ)

UNIFORM  UNIQUE 

Distinct1143831
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean590529.04
Minimum1
Maximum1180945
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:33.915818image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile59054.5
Q1295439.5
median590662
Q3885831.5
95-th percentile1121666
Maximum1180945
Range1180944
Interquartile range (IQR)590392

Descriptive statistics

Standard deviation340825.86
Coefficient of variation (CV)0.57715344
Kurtosis-1.1994352
Mean590529.04
Median Absolute Deviation (MAD)295196
Skewness-0.00067790659
Sum6.7546542 × 1011
Variance1.1616227 × 1011
MonotonicityStrictly increasing
2024-07-12T10:35:34.116254image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
787080 1
 
< 0.1%
787086 1
 
< 0.1%
787085 1
 
< 0.1%
787084 1
 
< 0.1%
787083 1
 
< 0.1%
787082 1
 
< 0.1%
787081 1
 
< 0.1%
787079 1
 
< 0.1%
787071 1
 
< 0.1%
Other values (1143821) 1143821
> 99.9%
ValueCountFrequency (%)
1 1
< 0.1%
2 1
< 0.1%
3 1
< 0.1%
4 1
< 0.1%
5 1
< 0.1%
6 1
< 0.1%
7 1
< 0.1%
8 1
< 0.1%
9 1
< 0.1%
10 1
< 0.1%
ValueCountFrequency (%)
1180945 1
< 0.1%
1180944 1
< 0.1%
1180943 1
< 0.1%
1180942 1
< 0.1%
1180941 1
< 0.1%
1180939 1
< 0.1%
1180938 1
< 0.1%
1180936 1
< 0.1%
1180935 1
< 0.1%
1180934 1
< 0.1%

minutes_past
Real number (ℝ)

Distinct1052
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.515431
Minimum1
Maximum58
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:34.299798image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile27
Q128.666667
median29.538462
Q330.4
95-th percentile31.866667
Maximum58
Range57
Interquartile range (IQR)1.7333333

Descriptive statistics

Standard deviation1.6964263
Coefficient of variation (CV)0.057475911
Kurtosis25.731985
Mean29.515431
Median Absolute Deviation (MAD)0.87179487
Skewness-0.81491389
Sum33760665
Variance2.8778621
MonotonicityNot monotonic
2024-07-12T10:35:34.492318image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
30 32997
 
2.9%
29 25793
 
2.3%
29.5 21677
 
1.9%
30.5 17959
 
1.6%
28 16969
 
1.5%
31 16531
 
1.4%
28.5 15578
 
1.4%
31.5 11978
 
1.0%
29.66666667 10327
 
0.9%
29.33333333 9575
 
0.8%
Other values (1042) 964447
84.3%
ValueCountFrequency (%)
1 14
 
< 0.1%
2 74
< 0.1%
5 19
 
< 0.1%
6 88
< 0.1%
7 19
 
< 0.1%
8 16
 
< 0.1%
9 2
 
< 0.1%
9.4 115
< 0.1%
9.666666667 67
< 0.1%
10.5 1
 
< 0.1%
ValueCountFrequency (%)
58 71
< 0.1%
54 17
 
< 0.1%
53 1
 
< 0.1%
52.5 4
 
< 0.1%
52 37
< 0.1%
50.5 3
 
< 0.1%
49.5 26
 
< 0.1%
49 4
 
< 0.1%
48 41
< 0.1%
47 12
 
< 0.1%

radardist_km
Real number (ℝ)

HIGH CORRELATION 

Distinct22
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.110971
Minimum0
Maximum21
Zeros4229
Zeros (%)0.4%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:34.674350image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q19
median12
Q314
95-th percentile17
Maximum21
Range21
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.2330721
Coefficient of variation (CV)0.38098129
Kurtosis-0.28749478
Mean11.110971
Median Absolute Deviation (MAD)3
Skewness-0.39848491
Sum12709073
Variance17.918899
MonotonicityNot monotonic
2024-07-12T10:35:34.828202image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
12 128717
11.3%
10 106014
 
9.3%
13 104987
 
9.2%
11 100618
 
8.8%
15 94489
 
8.3%
14 87173
 
7.6%
9 78571
 
6.9%
16 62885
 
5.5%
8 53384
 
4.7%
7 49337
 
4.3%
Other values (12) 277656
24.3%
ValueCountFrequency (%)
0 4229
 
0.4%
1 16633
 
1.5%
2 24290
 
2.1%
3 24010
 
2.1%
4 30022
 
2.6%
5 35490
3.1%
6 40650
3.6%
7 49337
4.3%
8 53384
4.7%
9 78571
6.9%
ValueCountFrequency (%)
21 426
 
< 0.1%
20 7538
 
0.7%
19 21500
 
1.9%
18 23570
 
2.1%
17 49298
 
4.3%
16 62885
5.5%
15 94489
8.3%
14 87173
7.6%
13 104987
9.2%
12 128717
11.3%

Ref
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct10163
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.597386
Minimum-28.416667
Maximum59.5
Zeros416082
Zeros (%)36.4%
Negative6297
Negative (%)0.6%
Memory size8.7 MiB
2024-07-12T10:35:35.005728image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-28.416667
5-th percentile0
Q10
median15.2
Q323.333333
95-th percentile33.0625
Maximum59.5
Range87.916667
Interquartile range (IQR)23.333333

Descriptive statistics

Standard deviation12.160997
Coefficient of variation (CV)0.89436279
Kurtosis-1.2251983
Mean13.597386
Median Absolute Deviation (MAD)13.1
Skewness0.1924818
Sum15553112
Variance147.88984
MonotonicityNot monotonic
2024-07-12T10:35:35.248566image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 416082
36.4%
15 4608
 
0.4%
14.5 4542
 
0.4%
15.5 4435
 
0.4%
16.5 4434
 
0.4%
16 4388
 
0.4%
14 4311
 
0.4%
13.5 4229
 
0.4%
17 4186
 
0.4%
13 3953
 
0.3%
Other values (10153) 688663
60.2%
ValueCountFrequency (%)
-28.41666667 1
< 0.1%
-26.83333333 1
< 0.1%
-26.75 2
< 0.1%
-25.5 1
< 0.1%
-24.5 1
< 0.1%
-20.58333333 2
< 0.1%
-19.75 1
< 0.1%
-19.66666667 1
< 0.1%
-19.25 2
< 0.1%
-19 1
< 0.1%
ValueCountFrequency (%)
59.5 1
 
< 0.1%
58 2
< 0.1%
57.16666667 2
< 0.1%
56.875 1
 
< 0.1%
56.5 1
 
< 0.1%
56.30769231 1
 
< 0.1%
56.25 1
 
< 0.1%
56 1
 
< 0.1%
55.5 2
< 0.1%
55.16666667 3
< 0.1%

Ref_5x5_10th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct9494
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.244166
Minimum-30.166667
Maximum50.307692
Zeros511637
Zeros (%)44.7%
Negative9336
Negative (%)0.8%
Memory size8.7 MiB
2024-07-12T10:35:35.628551image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-30.166667
5-th percentile0
Q10
median9.8333333
Q319.2
95-th percentile28.454545
Maximum50.307692
Range80.474359
Interquartile range (IQR)19.2

Descriptive statistics

Standard deviation10.748828
Coefficient of variation (CV)1.0492633
Kurtosis-1.1270519
Mean10.244166
Median Absolute Deviation (MAD)9.8333333
Skewness0.43474461
Sum11717595
Variance115.53731
MonotonicityNot monotonic
2024-07-12T10:35:35.864921image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 511637
44.7%
13 4833
 
0.4%
13.5 4815
 
0.4%
14.5 4656
 
0.4%
15 4653
 
0.4%
14 4648
 
0.4%
12.5 4493
 
0.4%
12 4285
 
0.4%
15.5 4279
 
0.4%
16 4187
 
0.4%
Other values (9484) 591345
51.7%
ValueCountFrequency (%)
-30.16666667 1
 
< 0.1%
-30 1
 
< 0.1%
-29.75 1
 
< 0.1%
-28.5 2
< 0.1%
-28.33333333 2
< 0.1%
-26.75 4
< 0.1%
-24.5 3
< 0.1%
-24 3
< 0.1%
-23.75 1
 
< 0.1%
-23.15625 2
< 0.1%
ValueCountFrequency (%)
50.30769231 1
 
< 0.1%
50 1
 
< 0.1%
49.625 1
 
< 0.1%
49.6 1
 
< 0.1%
49.25 2
< 0.1%
49 4
< 0.1%
48.33333333 1
 
< 0.1%
47.5 2
< 0.1%
47.25 3
< 0.1%
47 3
< 0.1%

Ref_5x5_50th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct10500
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.056558
Minimum-28.583333
Maximum56
Zeros438143
Zeros (%)38.3%
Negative7039
Negative (%)0.6%
Memory size8.7 MiB
2024-07-12T10:35:36.130209image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-28.583333
5-th percentile0
Q10
median14.333333
Q322.928571
95-th percentile32.708333
Maximum56
Range84.583333
Interquartile range (IQR)22.928571

Descriptive statistics

Standard deviation12.122299
Coefficient of variation (CV)0.92844524
Kurtosis-1.2327138
Mean13.056558
Median Absolute Deviation (MAD)14.333333
Skewness0.24741519
Sum14934496
Variance146.95013
MonotonicityNot monotonic
2024-07-12T10:35:36.373496image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 438143
38.3%
14.5 4158
 
0.4%
15 4144
 
0.4%
14 4033
 
0.4%
15.5 3971
 
0.3%
13.5 3954
 
0.3%
13 3825
 
0.3%
16.5 3775
 
0.3%
12.5 3764
 
0.3%
16 3684
 
0.3%
Other values (10490) 670380
58.6%
ValueCountFrequency (%)
-28.58333333 1
 
< 0.1%
-28 2
< 0.1%
-26 2
< 0.1%
-22 1
 
< 0.1%
-20.8 1
 
< 0.1%
-20.5625 1
 
< 0.1%
-20 1
 
< 0.1%
-19.66666667 3
< 0.1%
-19 2
< 0.1%
-18.875 2
< 0.1%
ValueCountFrequency (%)
56 1
< 0.1%
55.38461538 1
< 0.1%
55.16666667 2
< 0.1%
54.31818182 1
< 0.1%
54.25 1
< 0.1%
54 2
< 0.1%
53.125 1
< 0.1%
52.875 1
< 0.1%
52.5 1
< 0.1%
52.16666667 1
< 0.1%

Ref_5x5_90th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct11355
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.597232
Minimum-24.25
Maximum62.5
Zeros357419
Zeros (%)31.2%
Negative4358
Negative (%)0.4%
Memory size8.7 MiB
2024-07-12T10:35:36.612374image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-24.25
5-th percentile0
Q10
median18.25
Q327.346154
95-th percentile37.769231
Maximum62.5
Range86.75
Interquartile range (IQR)27.346154

Descriptive statistics

Standard deviation13.540507
Coefficient of variation (CV)0.81582922
Kurtosis-1.2143158
Mean16.597232
Median Absolute Deviation (MAD)12.34375
Skewness0.072014542
Sum18984428
Variance183.34533
MonotonicityNot monotonic
2024-07-12T10:35:36.870680image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 357419
31.2%
15 3518
 
0.3%
14 3448
 
0.3%
14.5 3438
 
0.3%
16 3385
 
0.3%
16.5 3381
 
0.3%
15.5 3354
 
0.3%
13.5 3270
 
0.3%
13 3200
 
0.3%
12.5 3045
 
0.3%
Other values (11345) 756373
66.1%
ValueCountFrequency (%)
-24.25 1
 
< 0.1%
-23.75 1
 
< 0.1%
-23.33333333 1
 
< 0.1%
-19.58333333 2
< 0.1%
-19 1
 
< 0.1%
-18.5 1
 
< 0.1%
-17.5 1
 
< 0.1%
-16.6 1
 
< 0.1%
-16.25 3
< 0.1%
-15.25 1
 
< 0.1%
ValueCountFrequency (%)
62.5 1
 
< 0.1%
60.83333333 1
 
< 0.1%
59.83333333 1
 
< 0.1%
59.73076923 1
 
< 0.1%
58.84615385 3
< 0.1%
58.66666667 3
< 0.1%
58.59090909 1
 
< 0.1%
58.35 1
 
< 0.1%
58.2 1
 
< 0.1%
58.15384615 1
 
< 0.1%

RefComposite
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct10435
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.739561
Minimum-25.166667
Maximum91.5
Zeros407941
Zeros (%)35.7%
Negative4688
Negative (%)0.4%
Memory size8.7 MiB
2024-07-12T10:35:37.105054image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-25.166667
5-th percentile0
Q10
median16.444444
Q325.076923
95-th percentile35.5
Maximum91.5
Range116.66667
Interquartile range (IQR)25.076923

Descriptive statistics

Standard deviation12.950007
Coefficient of variation (CV)0.87858834
Kurtosis-1.2341357
Mean14.739561
Median Absolute Deviation (MAD)13.524306
Skewness0.16949188
Sum16859567
Variance167.70267
MonotonicityNot monotonic
2024-07-12T10:35:37.364873image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 407941
35.7%
15 4115
 
0.4%
16 4093
 
0.4%
14.5 4049
 
0.4%
16.5 4021
 
0.4%
15.5 3979
 
0.3%
17 3979
 
0.3%
14 3861
 
0.3%
17.5 3696
 
0.3%
13.5 3671
 
0.3%
Other values (10425) 700426
61.2%
ValueCountFrequency (%)
-25.16666667 1
 
< 0.1%
-22.33333333 2
< 0.1%
-22 2
< 0.1%
-20.41666667 1
 
< 0.1%
-19.33333333 1
 
< 0.1%
-19 1
 
< 0.1%
-17.75 1
 
< 0.1%
-17.5 1
 
< 0.1%
-17.33333333 4
< 0.1%
-17.3 2
< 0.1%
ValueCountFrequency (%)
91.5 1
< 0.1%
70.8 2
< 0.1%
67 1
< 0.1%
65 2
< 0.1%
58.84615385 1
< 0.1%
58.25 1
< 0.1%
58 2
< 0.1%
57.5 1
< 0.1%
57.16666667 2
< 0.1%
57 1
< 0.1%

RefComposite_5x5_10th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct9901
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.581767
Minimum-28
Maximum53.961538
Zeros497951
Zeros (%)43.5%
Negative6116
Negative (%)0.5%
Memory size8.7 MiB
2024-07-12T10:35:37.605741image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-28
5-th percentile0
Q10
median11.928571
Q321.285714
95-th percentile31.472222
Maximum53.961538
Range81.961538
Interquartile range (IQR)21.285714

Descriptive statistics

Standard deviation11.772445
Coefficient of variation (CV)1.0164637
Kurtosis-1.1643636
Mean11.581767
Median Absolute Deviation (MAD)11.928571
Skewness0.39699272
Sum13247584
Variance138.59047
MonotonicityNot monotonic
2024-07-12T10:35:37.827154image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 497951
43.5%
13.5 4357
 
0.4%
14.5 4229
 
0.4%
14 4217
 
0.4%
15 4188
 
0.4%
13 4092
 
0.4%
15.5 4074
 
0.4%
12.5 3860
 
0.3%
16 3841
 
0.3%
17 3701
 
0.3%
Other values (9891) 609321
53.3%
ValueCountFrequency (%)
-28 1
 
< 0.1%
-27.75 1
 
< 0.1%
-26.7 4
< 0.1%
-26.58333333 2
< 0.1%
-25 2
< 0.1%
-24.75 1
 
< 0.1%
-24.58333333 1
 
< 0.1%
-23.7 1
 
< 0.1%
-23 2
< 0.1%
-22.875 1
 
< 0.1%
ValueCountFrequency (%)
53.96153846 1
 
< 0.1%
53.5 1
 
< 0.1%
53.25 1
 
< 0.1%
51.875 3
< 0.1%
51.83333333 2
 
< 0.1%
51.75 1
 
< 0.1%
51.64285714 1
 
< 0.1%
50.57142857 1
 
< 0.1%
50.5 5
< 0.1%
50.4375 1
 
< 0.1%

RefComposite_5x5_50th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct10679
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.209253
Minimum-25.416667
Maximum58.5
Zeros429784
Zeros (%)37.6%
Negative4968
Negative (%)0.4%
Memory size8.7 MiB
2024-07-12T10:35:38.019430image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-25.416667
5-th percentile0
Q10
median15.583333
Q324.692308
95-th percentile35.166667
Maximum58.5
Range83.916667
Interquartile range (IQR)24.692308

Descriptive statistics

Standard deviation12.932945
Coefficient of variation (CV)0.91017764
Kurtosis-1.2457546
Mean14.209253
Median Absolute Deviation (MAD)14.916667
Skewness0.22171928
Sum16252984
Variance167.26105
MonotonicityNot monotonic
2024-07-12T10:35:38.196504image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 429784
37.6%
13.5 3731
 
0.3%
15.5 3697
 
0.3%
14.5 3692
 
0.3%
15 3689
 
0.3%
14 3566
 
0.3%
16 3541
 
0.3%
16.5 3410
 
0.3%
13 3349
 
0.3%
17 3330
 
0.3%
Other values (10669) 682042
59.6%
ValueCountFrequency (%)
-25.41666667 1
 
< 0.1%
-24.91666667 1
 
< 0.1%
-22.83333333 2
< 0.1%
-21.58333333 1
 
< 0.1%
-20.85714286 1
 
< 0.1%
-20.5 1
 
< 0.1%
-19.7 1
 
< 0.1%
-19.28571429 1
 
< 0.1%
-18.5 3
< 0.1%
-17.92857143 1
 
< 0.1%
ValueCountFrequency (%)
58.5 1
 
< 0.1%
56.95 1
 
< 0.1%
56.83333333 2
< 0.1%
55.63636364 1
 
< 0.1%
55.5 1
 
< 0.1%
55 1
 
< 0.1%
54.75 3
< 0.1%
54.73076923 3
< 0.1%
54.63636364 4
< 0.1%
54.40909091 1
 
< 0.1%

RefComposite_5x5_90th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct11552
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.654124
Minimum-22.583333
Maximum74.166667
Zeros349029
Zeros (%)30.5%
Negative3729
Negative (%)0.3%
Memory size8.7 MiB
2024-07-12T10:35:38.376519image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-22.583333
5-th percentile0
Q10
median19.357143
Q328.95
95-th percentile39.769231
Maximum74.166667
Range96.75
Interquartile range (IQR)28.95

Descriptive statistics

Standard deviation14.19985
Coefficient of variation (CV)0.80433614
Kurtosis-1.216815
Mean17.654124
Median Absolute Deviation (MAD)12.692857
Skewness0.052559354
Sum20193334
Variance201.63574
MonotonicityNot monotonic
2024-07-12T10:35:38.565335image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 349029
30.5%
14.5 3368
 
0.3%
15 3328
 
0.3%
16.5 3270
 
0.3%
15.5 3265
 
0.3%
13.5 3236
 
0.3%
14 3210
 
0.3%
16 3123
 
0.3%
17 3010
 
0.3%
13 2983
 
0.3%
Other values (11542) 766009
67.0%
ValueCountFrequency (%)
-22.58333333 1
 
< 0.1%
-19.58333333 1
 
< 0.1%
-18.5 1
 
< 0.1%
-17.5 1
 
< 0.1%
-15.33333333 1
 
< 0.1%
-15 3
< 0.1%
-14.91666667 1
 
< 0.1%
-14.6 1
 
< 0.1%
-14.5 1
 
< 0.1%
-14.4 1
 
< 0.1%
ValueCountFrequency (%)
74.16666667 2
< 0.1%
72.3 2
< 0.1%
67.61111111 2
< 0.1%
66.65 4
< 0.1%
65.11538462 1
 
< 0.1%
65 1
 
< 0.1%
64.83333333 2
< 0.1%
64.05 2
< 0.1%
64 1
 
< 0.1%
63.25 2
< 0.1%

RhoHV
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct113323
Distinct (%)9.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.50282541
Minimum0
Maximum1.0516667
Zeros555533
Zeros (%)48.6%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:38.758361image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.7913889
Q30.99233334
95-th percentile1.0283334
Maximum1.0516667
Range1.0516667
Interquartile range (IQR)0.99233334

Descriptive statistics

Standard deviation0.49095799
Coefficient of variation (CV)0.97639851
Kurtosis-1.9774229
Mean0.50282541
Median Absolute Deviation (MAD)0.2602778
Skewness-0.034037092
Sum575147.3
Variance0.24103975
MonotonicityNot monotonic
2024-07-12T10:35:38.958885image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 555533
48.6%
1.0516667 24614
 
2.2%
0.99833333 2222
 
0.2%
0.995 2147
 
0.2%
1.005 1758
 
0.2%
1.0116667 1719
 
0.2%
1.0016667 1717
 
0.2%
0.9916667 1575
 
0.1%
0.98833334 1253
 
0.1%
1.0083333 1124
 
0.1%
Other values (113313) 550169
48.1%
ValueCountFrequency (%)
0 555533
48.6%
0.20833333 115
 
< 0.1%
0.21166667 2
 
< 0.1%
0.21333333 1
 
< 0.1%
0.215 12
 
< 0.1%
0.21833333 2
 
< 0.1%
0.22166666 2
 
< 0.1%
0.225 1
 
< 0.1%
0.22833334 2
 
< 0.1%
0.23166667 4
 
< 0.1%
ValueCountFrequency (%)
1.0516667 24614
2.2%
1.051363673 1
 
< 0.1%
1.05133337 4
 
< 0.1%
1.051296333 9
 
< 0.1%
1.051250038 17
 
< 0.1%
1.051190514 3
 
< 0.1%
1.05111115 25
 
< 0.1%
1.05100004 29
 
< 0.1%
1.050925967 4
 
< 0.1%
1.050833375 65
 
< 0.1%

RhoHV_5x5_10th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct112560
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.40460479
Minimum0
Maximum1.0516667
Zeros640660
Zeros (%)56.0%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:39.154360image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.94166666
95-th percentile0.98633335
Maximum1.0516667
Range1.0516667
Interquartile range (IQR)0.94166666

Descriptive statistics

Standard deviation0.46199828
Coefficient of variation (CV)1.1418508
Kurtosis-1.8779284
Mean0.40460479
Median Absolute Deviation (MAD)0
Skewness0.29338806
Sum462799.5
Variance0.21344241
MonotonicityNot monotonic
2024-07-12T10:35:39.352829image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 640660
56.0%
0.97833335 2492
 
0.2%
0.98833334 2198
 
0.2%
0.985 2171
 
0.2%
0.9816667 2085
 
0.2%
0.9916667 2029
 
0.2%
0.975 1938
 
0.2%
0.995 1688
 
0.1%
0.9716667 1461
 
0.1%
0.96833336 1405
 
0.1%
Other values (112550) 485704
42.5%
ValueCountFrequency (%)
0 640660
56.0%
0.20833333 326
 
< 0.1%
0.209166665 1
 
< 0.1%
0.2094444433 2
 
< 0.1%
0.21 3
 
< 0.1%
0.21033333 1
 
< 0.1%
0.2105555517 1
 
< 0.1%
0.2105555533 3
 
< 0.1%
0.21083333 2
 
< 0.1%
0.210999996 4
 
< 0.1%
ValueCountFrequency (%)
1.0516667 61
< 0.1%
1.05000005 6
 
< 0.1%
1.0491667 2
 
< 0.1%
1.0483334 13
 
< 0.1%
1.047222267 1
 
< 0.1%
1.0466667 2
 
< 0.1%
1.045833375 4
 
< 0.1%
1.0450001 14
 
< 0.1%
1.04500005 3
 
< 0.1%
1.044444517 1
 
< 0.1%

RhoHV_5x5_50th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct100161
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.48402623
Minimum0
Maximum1.0516667
Zeros575058
Zeros (%)50.3%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:39.547648image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.98958334
95-th percentile1.0107778
Maximum1.0516667
Range1.0516667
Interquartile range (IQR)0.98958334

Descriptive statistics

Standard deviation0.48906079
Coefficient of variation (CV)1.0104014
Kurtosis-1.9803476
Mean0.48402623
Median Absolute Deviation (MAD)0
Skewness0.033471365
Sum553644.21
Variance0.23918046
MonotonicityNot monotonic
2024-07-12T10:35:39.748515image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 575058
50.3%
0.99833333 5306
 
0.5%
0.995 3960
 
0.3%
1.0516667 2932
 
0.3%
0.9916667 2592
 
0.2%
1.0016667 2511
 
0.2%
1.005 2253
 
0.2%
0.98833334 2168
 
0.2%
0.985 1646
 
0.1%
1.0116667 1503
 
0.1%
Other values (100151) 543902
47.6%
ValueCountFrequency (%)
0 575058
50.3%
0.20833333 190
 
< 0.1%
0.21166667 5
 
< 0.1%
0.215 3
 
< 0.1%
0.21833333 2
 
< 0.1%
0.2194444433 1
 
< 0.1%
0.22166666 5
 
< 0.1%
0.2249999975 1
 
< 0.1%
0.225 12
 
< 0.1%
0.22833334 6
 
< 0.1%
ValueCountFrequency (%)
1.0516667 2932
0.3%
1.051388925 1
 
< 0.1%
1.051363673 1
 
< 0.1%
1.051296333 10
 
< 0.1%
1.051250038 5
 
< 0.1%
1.051190514 10
 
< 0.1%
1.051153885 1
 
< 0.1%
1.05111115 23
 
< 0.1%
1.051060645 1
 
< 0.1%
1.05100004 18
 
< 0.1%

RhoHV_5x5_90th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct82731
Distinct (%)7.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.57453996
Minimum0
Maximum1.0516667
Zeros496446
Zeros (%)43.4%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:39.957005image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.99194446
Q31.0264815
95-th percentile1.0516667
Maximum1.0516667
Range1.0516667
Interquartile range (IQR)1.0264815

Descriptive statistics

Standard deviation0.50440341
Coefficient of variation (CV)0.87792573
Kurtosis-1.9241075
Mean0.57453996
Median Absolute Deviation (MAD)0.05972224
Skewness-0.25395883
Sum657176.61
Variance0.2544228
MonotonicityNot monotonic
2024-07-12T10:35:40.148682image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 496446
43.4%
1.0516667 87066
 
7.6%
0.99833333 9297
 
0.8%
1.0416667 1977
 
0.2%
1.0316667 1437
 
0.1%
1.0383334 1169
 
0.1%
1.04500005 1057
 
0.1%
1.0483334 1032
 
0.1%
1.05000005 968
 
0.1%
1.0505556 911
 
0.1%
Other values (82721) 542471
47.4%
ValueCountFrequency (%)
0 496446
43.4%
0.20833333 96
 
< 0.1%
0.21166667 4
 
< 0.1%
0.215 2
 
< 0.1%
0.22 1
 
< 0.1%
0.22166666 3
 
< 0.1%
0.225 8
 
< 0.1%
0.22833334 4
 
< 0.1%
0.23166667 6
 
< 0.1%
0.235 2
 
< 0.1%
ValueCountFrequency (%)
1.0516667 87066
7.6%
1.051491263 11
 
< 0.1%
1.051481517 25
 
< 0.1%
1.051470624 28
 
< 0.1%
1.051458369 52
 
< 0.1%
1.05144448 58
 
< 0.1%
1.051428607 169
 
< 0.1%
1.051410292 238
 
< 0.1%
1.051388925 183
 
< 0.1%
1.051363673 224
 
< 0.1%

Zdr
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct9183
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.30503052
Minimum-7.875
Maximum7.9375
Zeros558981
Zeros (%)48.9%
Negative130242
Negative (%)11.4%
Memory size8.7 MiB
2024-07-12T10:35:40.335146image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-7.875
5-th percentile-0.3125
Q10
median0
Q30.45535714
95-th percentile1.609375
Maximum7.9375
Range15.8125
Interquartile range (IQR)0.45535714

Descriptive statistics

Standard deviation0.83686392
Coefficient of variation (CV)2.7435416
Kurtosis23.484836
Mean0.30503052
Median Absolute Deviation (MAD)0.026041667
Skewness3.2932542
Sum348903.37
Variance0.70034122
MonotonicityNot monotonic
2024-07-12T10:35:40.780749image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 558981
48.9%
0.3125 4156
 
0.4%
0.375 4128
 
0.4%
0.1875 4035
 
0.4%
0.25 3968
 
0.3%
0.125 3898
 
0.3%
0.4375 3876
 
0.3%
0.5 3844
 
0.3%
0.5625 3780
 
0.3%
0.0625 3732
 
0.3%
Other values (9173) 549433
48.0%
ValueCountFrequency (%)
-7.875 113
< 0.1%
-7.8125 5
 
< 0.1%
-7.75 7
 
< 0.1%
-7.625 2
 
< 0.1%
-7.5625 2
 
< 0.1%
-7.5 2
 
< 0.1%
-7.4375 8
 
< 0.1%
-7.3125 2
 
< 0.1%
-7.25 1
 
< 0.1%
-7.1875 1
 
< 0.1%
ValueCountFrequency (%)
7.9375 1443
0.1%
7.927083333 1
 
< 0.1%
7.925 1
 
< 0.1%
7.919117647 4
 
< 0.1%
7.916666667 4
 
< 0.1%
7.90625 2
 
< 0.1%
7.895833333 4
 
< 0.1%
7.890625 3
 
< 0.1%
7.8875 1
 
< 0.1%
7.875 44
 
< 0.1%

Zdr_5x5_10th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct8153
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.34825884
Minimum-7.875
Maximum7.9375
Zeros642303
Zeros (%)56.2%
Negative444730
Negative (%)38.9%
Memory size8.7 MiB
2024-07-12T10:35:40.972558image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-7.875
5-th percentile-1.5625
Q1-0.64583333
median0
Q30
95-th percentile0
Maximum7.9375
Range15.8125
Interquartile range (IQR)0.64583333

Descriptive statistics

Standard deviation0.66073554
Coefficient of variation (CV)-1.8972542
Kurtosis12.712837
Mean-0.34825884
Median Absolute Deviation (MAD)0
Skewness-2.0732429
Sum-398349.25
Variance0.43657146
MonotonicityNot monotonic
2024-07-12T10:35:41.167518image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 642303
56.2%
-0.8125 4302
 
0.4%
-0.6875 4291
 
0.4%
-0.75 4284
 
0.4%
-0.625 4270
 
0.4%
-0.9375 4173
 
0.4%
-0.875 4067
 
0.4%
-0.5625 4061
 
0.4%
-1 3943
 
0.3%
-0.5 3862
 
0.3%
Other values (8143) 464275
40.6%
ValueCountFrequency (%)
-7.875 147
< 0.1%
-7.78125 1
 
< 0.1%
-7.71875 1
 
< 0.1%
-7.6875 4
 
< 0.1%
-7.640625 1
 
< 0.1%
-7.633928571 1
 
< 0.1%
-7.625 3
 
< 0.1%
-7.541666667 1
 
< 0.1%
-7.53125 2
 
< 0.1%
-7.520833333 3
 
< 0.1%
ValueCountFrequency (%)
7.9375 7
< 0.1%
7.895833333 1
 
< 0.1%
7.775735294 4
< 0.1%
7.75 2
 
< 0.1%
7.741666667 1
 
< 0.1%
7.696428571 2
 
< 0.1%
7.6875 1
 
< 0.1%
7.625 1
 
< 0.1%
7.604166667 4
< 0.1%
7.5625 1
 
< 0.1%

Zdr_5x5_50th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct8657
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.11067311
Minimum-7.875
Maximum7.9375
Zeros580251
Zeros (%)50.7%
Negative187722
Negative (%)16.4%
Memory size8.7 MiB
2024-07-12T10:35:41.359428image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-7.875
5-th percentile-0.5
Q10
median0
Q30.2
95-th percentile0.90104167
Maximum7.9375
Range15.8125
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.57351096
Coefficient of variation (CV)5.1820261
Kurtosis32.659451
Mean0.11067311
Median Absolute Deviation (MAD)0
Skewness1.9988421
Sum126591.34
Variance0.32891482
MonotonicityNot monotonic
2024-07-12T10:35:41.559401image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 580251
50.7%
0.125 5339
 
0.5%
0.0625 5234
 
0.5%
0.1875 5071
 
0.4%
-0.0625 4980
 
0.4%
0.25 4672
 
0.4%
-0.125 4611
 
0.4%
0.3125 4605
 
0.4%
0.375 4339
 
0.4%
-0.1875 4210
 
0.4%
Other values (8647) 520519
45.5%
ValueCountFrequency (%)
-7.875 67
< 0.1%
-7.8125 6
 
< 0.1%
-7.75 1
 
< 0.1%
-7.71875 3
 
< 0.1%
-7.5625 1
 
< 0.1%
-7.4375 2
 
< 0.1%
-7.375 2
 
< 0.1%
-7.298611111 1
 
< 0.1%
-7.270833333 2
 
< 0.1%
-7.1875 2
 
< 0.1%
ValueCountFrequency (%)
7.9375 93
< 0.1%
7.925 1
 
< 0.1%
7.921875 1
 
< 0.1%
7.919642857 3
 
< 0.1%
7.91875 1
 
< 0.1%
7.916666667 1
 
< 0.1%
7.90625 2
 
< 0.1%
7.901785714 3
 
< 0.1%
7.897321429 1
 
< 0.1%
7.895833333 2
 
< 0.1%

Zdr_5x5_90th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct12123
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1220044
Minimum-7.875
Maximum7.9375
Zeros497059
Zeros (%)43.5%
Negative14136
Negative (%)1.2%
Memory size8.7 MiB
2024-07-12T10:35:41.757871image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-7.875
5-th percentile0
Q10
median0.859375
Q31.921875
95-th percentile3.5125
Maximum7.9375
Range15.8125
Interquartile range (IQR)1.921875

Descriptive statistics

Standard deviation1.4079423
Coefficient of variation (CV)1.2548456
Kurtosis3.9356273
Mean1.1220044
Median Absolute Deviation (MAD)0.859375
Skewness1.310843
Sum1283383.4
Variance1.9823015
MonotonicityNot monotonic
2024-07-12T10:35:41.947335image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 497059
43.5%
1.5625 3129
 
0.3%
1.4375 3087
 
0.3%
1.625 3080
 
0.3%
1.6875 3056
 
0.3%
1.75 3024
 
0.3%
1.5 2999
 
0.3%
1.375 2987
 
0.3%
1.8125 2952
 
0.3%
1.3125 2950
 
0.3%
Other values (12113) 619508
54.2%
ValueCountFrequency (%)
-7.875 303
< 0.1%
-7.84375 2
 
< 0.1%
-7.8125 8
 
< 0.1%
-7.75 10
 
< 0.1%
-7.6875 7
 
< 0.1%
-7.625 8
 
< 0.1%
-7.59375 2
 
< 0.1%
-7.5625 7
 
< 0.1%
-7.53125 1
 
< 0.1%
-7.5 5
 
< 0.1%
ValueCountFrequency (%)
7.9375 1872
0.2%
7.93359375 2
 
< 0.1%
7.933333333 1
 
< 0.1%
7.933035714 2
 
< 0.1%
7.932692308 4
 
< 0.1%
7.932291667 4
 
< 0.1%
7.931818182 4
 
< 0.1%
7.93125 2
 
< 0.1%
7.930921053 1
 
< 0.1%
7.9296875 6
 
< 0.1%

Kdp
Real number (ℝ)

ZEROS 

Distinct268616
Distinct (%)23.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.023006798
Minimum-72.5
Maximum122.44
Zeros613306
Zeros (%)53.6%
Negative256511
Negative (%)22.4%
Memory size8.7 MiB
2024-07-12T10:35:42.139821image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-72.5
5-th percentile-1.773339
Q10
median0
Q30
95-th percentile1.9266612
Maximum122.44
Range194.94
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.9017676
Coefficient of variation (CV)82.661114
Kurtosis154.41454
Mean0.023006798
Median Absolute Deviation (MAD)0
Skewness0.0084732228
Sum26315.889
Variance3.6167199
MonotonicityNot monotonic
2024-07-12T10:35:42.337420image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 613306
53.6%
0.34999084 2140
 
0.2%
-0.3500061 2034
 
0.2%
1.0599976 1412
 
0.1%
-1.4100037 1291
 
0.1%
-1.0599976 1290
 
0.1%
-0.7100067 1265
 
0.1%
0.70999146 1226
 
0.1%
1.4099884 1144
 
0.1%
1.7599945 1116
 
0.1%
Other values (268606) 517607
45.3%
ValueCountFrequency (%)
-72.5 3
< 0.1%
-70.48 1
 
< 0.1%
-65.3 1
 
< 0.1%
-65.100006 4
< 0.1%
-62.420006 1
 
< 0.1%
-61.240005 1
 
< 0.1%
-60.490005 1
 
< 0.1%
-59.620003 1
 
< 0.1%
-59.4 1
 
< 0.1%
-57.83 1
 
< 0.1%
ValueCountFrequency (%)
122.44 1
 
< 0.1%
111.92999 1
 
< 0.1%
89.41998 1
 
< 0.1%
78.100006 2
< 0.1%
76.44 1
 
< 0.1%
75.389991 3
< 0.1%
73.95 2
< 0.1%
69.37999 1
 
< 0.1%
65.11 1
 
< 0.1%
56.73999 1
 
< 0.1%

Kdp_5x5_10th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct195319
Distinct (%)17.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.455163
Minimum-47.490005
Maximum1.6299896
Zeros690032
Zeros (%)60.3%
Negative453725
Negative (%)39.7%
Memory size8.7 MiB
2024-07-12T10:35:42.530618image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-47.490005
5-th percentile-5.7600046
Q1-2.6591695
median0
Q30
95-th percentile0
Maximum1.6299896
Range49.119995
Interquartile range (IQR)2.6591695

Descriptive statistics

Standard deviation2.3105277
Coefficient of variation (CV)-1.5878137
Kurtosis14.764914
Mean-1.455163
Median Absolute Deviation (MAD)0
Skewness-2.5655682
Sum-1664460.6
Variance5.3385383
MonotonicityNot monotonic
2024-07-12T10:35:42.730064image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 690032
60.3%
-1.4100037 3241
 
0.3%
-1.7600098 2838
 
0.2%
-1.0599976 2249
 
0.2%
-2.4700012 2222
 
0.2%
-2.8200073 2040
 
0.2%
-2.1200104 1967
 
0.2%
-3.1699982 1958
 
0.2%
-3.5200043 1563
 
0.1%
-0.7100067 1334
 
0.1%
Other values (195309) 434387
38.0%
ValueCountFrequency (%)
-47.490005 3
< 0.1%
-44.78 4
< 0.1%
-44.680008 1
 
< 0.1%
-44.04001 3
< 0.1%
-43.699997 1
 
< 0.1%
-42.880005 4
< 0.1%
-42.28 3
< 0.1%
-41.83 1
 
< 0.1%
-41.47 3
< 0.1%
-40.809998 1
 
< 0.1%
ValueCountFrequency (%)
1.6299896 1
 
< 0.1%
1.4099884 1
 
< 0.1%
1.0699921 2
 
< 0.1%
1.0599976 6
 
< 0.1%
1.050003 3
 
< 0.1%
0.91999817 3
 
< 0.1%
0.70999146 1
 
< 0.1%
0.69999695 5
 
< 0.1%
0.3600006 2
 
< 0.1%
0.34999084 43
< 0.1%

Kdp_5x5_50th
Real number (ℝ)

ZEROS 

Distinct208647
Distinct (%)18.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.38654381
Minimum-55.020004
Maximum9.479996
Zeros630864
Zeros (%)55.2%
Negative363233
Negative (%)31.8%
Memory size8.7 MiB
2024-07-12T10:35:42.911725image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-55.020004
5-th percentile-2.3500061
Q1-0.17833455
median0
Q30
95-th percentile0.28832945
Maximum9.479996
Range64.5
Interquartile range (IQR)0.17833455

Descriptive statistics

Standard deviation1.4347684
Coefficient of variation (CV)-3.7117872
Kurtosis114.78067
Mean-0.38654381
Median Absolute Deviation (MAD)0
Skewness-8.0266765
Sum-442140.79
Variance2.0585603
MonotonicityNot monotonic
2024-07-12T10:35:43.100760image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 630864
55.2%
-0.3500061 3886
 
0.3%
0.34999084 2682
 
0.2%
-1.0599976 2194
 
0.2%
-1.4100037 2145
 
0.2%
-0.7100067 2028
 
0.2%
-1.7600098 1575
 
0.1%
-0.17500305 1375
 
0.1%
-2.4700012 1013
 
0.1%
-0.69999695 1009
 
0.1%
Other values (208637) 495060
43.3%
ValueCountFrequency (%)
-55.020004 2
< 0.1%
-54.47 3
< 0.1%
-50.015007 1
 
< 0.1%
-49.410004 1
 
< 0.1%
-49.240005 1
 
< 0.1%
-48.12001 1
 
< 0.1%
-47.92 1
 
< 0.1%
-45.809998 1
 
< 0.1%
-44.949997 2
< 0.1%
-43.880005 1
 
< 0.1%
ValueCountFrequency (%)
9.479996 1
 
< 0.1%
7.3099976 1
 
< 0.1%
6.98999 2
< 0.1%
6.769989 2
< 0.1%
6.7299957 2
< 0.1%
6.330002 1
 
< 0.1%
6.25 2
< 0.1%
6.1399994 1
 
< 0.1%
6.0399933 3
< 0.1%
5.970001 1
 
< 0.1%

Kdp_5x5_90th
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct317993
Distinct (%)27.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.9296944
Minimum-100.20001
Maximum90.54001
Zeros558679
Zeros (%)48.8%
Negative29965
Negative (%)2.6%
Memory size8.7 MiB
2024-07-12T10:35:43.287615image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum-100.20001
5-th percentile0
Q10
median0
Q33.7200012
95-th percentile7.0409032
Maximum90.54001
Range190.74001
Interquartile range (IQR)3.7200012

Descriptive statistics

Standard deviation3.0182145
Coefficient of variation (CV)1.5640894
Kurtosis24.193689
Mean1.9296944
Median Absolute Deviation (MAD)0.46332797
Skewness0.30811349
Sum2207244.3
Variance9.1096188
MonotonicityNot monotonic
2024-07-12T10:35:43.497408image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 558679
48.8%
1.7599945 1072
 
0.1%
1.4099884 983
 
0.1%
1.0599976 930
 
0.1%
0.34999084 907
 
0.1%
2.4700012 809
 
0.1%
2.819992 799
 
0.1%
0.70999146 704
 
0.1%
2.119995 704
 
0.1%
3.1699982 619
 
0.1%
Other values (317983) 577625
50.5%
ValueCountFrequency (%)
-100.200005 1
 
< 0.1%
-70.920006 1
 
< 0.1%
-68.26 3
< 0.1%
-61.47 1
 
< 0.1%
-60.86 1
 
< 0.1%
-60.760002 3
< 0.1%
-59.660004 1
 
< 0.1%
-59.280006 1
 
< 0.1%
-59.15 1
 
< 0.1%
-58.72 1
 
< 0.1%
ValueCountFrequency (%)
90.54001 2
< 0.1%
82.50998 1
< 0.1%
78.01999 1
< 0.1%
68.54999 2
< 0.1%
68.34999 1
< 0.1%
60.78 1
< 0.1%
59.729996 1
< 0.1%
57.189987 1
< 0.1%
56.89 2
< 0.1%
55.319992 1
< 0.1%

Expected
Real number (ℝ)

Distinct2586
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.813477
Minimum0.010000005
Maximum1939.799
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.7 MiB
2024-07-12T10:35:43.706846image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Quantile statistics

Minimum0.010000005
5-th percentile0.25400013
Q10.25400013
median1.0160005
Q33.3020017
95-th percentile151.38408
Maximum1939.799
Range1939.789
Interquartile range (IQR)3.0480016

Descriptive statistics

Standard deviation177.40177
Coefficient of variation (CV)4.8189353
Kurtosis46.223906
Mean36.813477
Median Absolute Deviation (MAD)0.76200037
Skewness6.5270058
Sum42108397
Variance31471.387
MonotonicityNot monotonic
2024-07-12T10:35:43.911174image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.25400013 295423
25.8%
0.50800025 121834
 
10.7%
1.0160005 69179
 
6.0%
0.7620004 45197
 
4.0%
1.2700007 38154
 
3.3%
2.032001 29548
 
2.6%
1.778001 24672
 
2.2%
1.5240008 23837
 
2.1%
2.2860012 23353
 
2.0%
0.010000005 17113
 
1.5%
Other values (2576) 455521
39.8%
ValueCountFrequency (%)
0.010000005 2452
 
0.2%
0.010000005 17113
1.5%
0.02000001 847
 
0.1%
0.02000001 5152
 
0.5%
0.025000013 14
 
< 0.1%
0.030000018 6493
 
0.6%
0.04000002 506
 
< 0.1%
0.04000002 3391
 
0.3%
0.050000027 512
 
< 0.1%
0.050000027 2365
 
0.2%
ValueCountFrequency (%)
1939.799 31
 
< 0.1%
1809.243 130
< 0.1%
1808.989 1
 
< 0.1%
1808.7349 149
< 0.1%
1808.227 274
< 0.1%
1807.7189 3
 
< 0.1%
1807.4651 1
 
< 0.1%
1804.9249 1
 
< 0.1%
1804.417 1
 
< 0.1%
1804.163 1
 
< 0.1%

Interactions

2024-07-12T10:35:18.234029image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:49.560976image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:59.036444image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:07.972004image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:17.144173image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:26.045060image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:35.137707image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:44.230000image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:53.125827image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:02.087706image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:11.088953image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:20.212689image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:29.161812image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:38.094525image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:47.295394image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:56.049889image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:05.291319image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:14.426555image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:23.330937image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:32.430811image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:41.704482image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:50.844042image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:59.928964image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:08.920654image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:18.610022image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:49.925036image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:59.388504image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:08.344932image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:17.571187image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:26.412078image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:35.502757image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:44.594565image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:53.490851image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:02.451220image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:11.445276image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:20.581448image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:29.536573image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:38.462541image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:47.661875image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:56.400755image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:05.660686image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:14.812039image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:23.695692image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:32.820914image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:42.084323image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:51.203623image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:00.296018image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:09.287670image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:18.990035image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:50.298468image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:59.771478image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:08.730415image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:17.956157image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:26.831919image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:35.879729image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:44.981503image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:53.872335image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:02.951778image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:11.818689image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:20.962462image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:29.915327image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:38.835924image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
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2024-07-12T10:32:24.181841image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:33.238237image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:42.347938image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:51.192434image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:00.161054image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:09.159154image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:18.342430image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:27.175882image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:36.197387image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:45.332093image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:54.200564image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:03.373377image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:12.526880image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:21.431857image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:30.564141image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:39.813154image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:48.948675image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:57.981978image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:07.047256image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:16.079482image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:25.612123image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:57.379795image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:06.432757image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:15.630499image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:24.554816image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:33.618532image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:42.729446image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:51.563442image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:00.547134image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:09.527172image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:18.730278image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:27.559964image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:36.566429image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:45.815784image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:54.577709image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:03.842120image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:12.928837image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:21.837755image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:30.948612image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:40.204763image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:49.372060image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:58.337623image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:07.413277image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:16.458195image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:25.981110image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:57.877466image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:06.815493image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:15.998026image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:24.914884image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:33.992532image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:43.094470image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:51.932849image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:00.916520image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:09.895186image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:19.087840image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:28.010895image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:36.944905image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:46.168869image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:54.947719image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:04.192216image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:13.282226image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:22.184410image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:31.293672image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:40.565311image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:49.732096image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:58.715591image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:07.788246image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:16.838991image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:26.347249image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:58.271928image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:07.188587image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:16.365585image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:25.270314image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:34.359015image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:43.450521image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:52.292504image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:01.283539image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:10.285144image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:19.448873image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:28.371929image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:37.313250image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:46.534861image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:55.302781image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:04.539392image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:13.646552image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:22.548620image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:31.668985image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:40.943811image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:50.084184image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:59.149593image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:08.152027image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:17.192047image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:26.710417image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:31:58.656908image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:07.571105image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:16.753064image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:25.662053image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:34.754730image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:43.852445image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:32:52.669048image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:01.693986image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:10.665128image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:19.841824image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:28.767833image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:37.692576image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:46.923903image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:33:55.679825image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:04.916389image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:14.047989image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:22.954534image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:32.055979image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:41.320415image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:50.445126image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:34:59.554964image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:08.520722image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
2024-07-12T10:35:17.656805image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/

Correlations

2024-07-12T10:35:44.084707image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
ExpectedIdKdpKdp_5x5_10thKdp_5x5_50thKdp_5x5_90thRefRefCompositeRefComposite_5x5_10thRefComposite_5x5_50thRefComposite_5x5_90thRef_5x5_10thRef_5x5_50thRef_5x5_90thRhoHVRhoHV_5x5_10thRhoHV_5x5_50thRhoHV_5x5_90thZdrZdr_5x5_10thZdr_5x5_50thZdr_5x5_90thminutes_pastradardist_km
Expected1.0000.0030.003-0.0800.0170.0580.2290.2190.2130.2190.2190.2270.2300.2280.0300.0650.0410.0030.015-0.0050.0380.008-0.0000.020
Id0.0031.0000.000-0.002-0.0080.008-0.008-0.008-0.010-0.009-0.008-0.009-0.009-0.0070.006-0.0020.0040.0110.002-0.009-0.0050.0090.0060.002
Kdp0.0030.0001.000-0.0070.1380.0830.0190.0170.0160.0170.0170.0190.0190.0180.0350.0300.0370.0270.017-0.0060.0090.020-0.002-0.020
Kdp_5x5_10th-0.080-0.002-0.0071.0000.282-0.779-0.572-0.583-0.608-0.594-0.581-0.597-0.586-0.573-0.650-0.811-0.735-0.563-0.3710.707-0.369-0.636-0.0170.385
Kdp_5x5_50th0.017-0.0080.1380.2821.000-0.309-0.149-0.154-0.147-0.155-0.159-0.141-0.150-0.154-0.358-0.244-0.354-0.372-0.1500.3150.030-0.323-0.0060.128
Kdp_5x5_90th0.0580.0080.083-0.779-0.3091.0000.5430.5490.5570.5560.5510.5510.5530.5470.7170.6830.7550.6810.373-0.6360.2500.6960.014-0.365
Ref0.229-0.0080.019-0.572-0.1490.5431.0000.9840.9270.9700.9500.9260.9800.9600.5050.5700.5390.4440.317-0.3580.3030.4850.012-0.368
RefComposite0.219-0.0080.017-0.583-0.1540.5490.9841.0000.9380.9830.9640.9190.9710.9610.5170.5880.5530.4520.337-0.3650.3260.5080.013-0.412
RefComposite_5x5_10th0.213-0.0100.016-0.608-0.1470.5570.9270.9381.0000.9540.9130.9760.9470.9090.5210.6170.5670.4380.343-0.3790.3500.5080.014-0.435
RefComposite_5x5_50th0.219-0.0090.017-0.594-0.1550.5560.9700.9830.9541.0000.9600.9340.9850.9570.5230.6010.5620.4530.342-0.3740.3350.5120.013-0.422
RefComposite_5x5_90th0.219-0.0080.017-0.581-0.1590.5510.9500.9640.9130.9601.0000.8950.9470.9880.5180.5810.5500.4620.340-0.3700.3240.5170.012-0.411
Ref_5x5_10th0.227-0.0090.019-0.597-0.1410.5510.9260.9190.9760.9340.8951.0000.9440.9010.5080.5980.5520.4290.320-0.3700.3230.4790.014-0.386
Ref_5x5_50th0.230-0.0090.019-0.586-0.1500.5530.9800.9710.9470.9850.9470.9441.0000.9560.5130.5860.5510.4450.322-0.3670.3140.4890.013-0.380
Ref_5x5_90th0.228-0.0070.018-0.573-0.1540.5470.9600.9610.9090.9570.9880.9010.9561.0000.5080.5670.5390.4550.324-0.3650.3080.4990.012-0.377
RhoHV0.0300.0060.035-0.650-0.3580.7170.5050.5170.5210.5230.5180.5080.5130.5081.0000.7720.8930.8210.417-0.5560.1520.7150.014-0.429
RhoHV_5x5_10th0.065-0.0020.030-0.811-0.2440.6830.5700.5880.6170.6010.5810.5980.5860.5670.7721.0000.8650.6240.380-0.6240.3560.5970.017-0.480
RhoHV_5x5_50th0.0410.0040.037-0.735-0.3540.7550.5390.5530.5670.5620.5500.5520.5510.5390.8930.8651.0000.7760.386-0.6200.2380.6880.016-0.445
RhoHV_5x5_90th0.0030.0110.027-0.563-0.3720.6810.4440.4520.4380.4530.4620.4290.4450.4550.8210.6240.7761.0000.358-0.5380.0810.7800.010-0.397
Zdr0.0150.0020.017-0.371-0.1500.3730.3170.3370.3430.3420.3400.3200.3220.3240.4170.3800.3860.3581.000-0.1430.5200.5600.019-0.389
Zdr_5x5_10th-0.005-0.009-0.0060.7070.315-0.636-0.358-0.365-0.379-0.374-0.370-0.370-0.367-0.365-0.556-0.624-0.620-0.538-0.1431.000-0.049-0.523-0.0100.262
Zdr_5x5_50th0.038-0.0050.009-0.3690.0300.2500.3030.3260.3500.3350.3240.3230.3140.3080.1520.3560.2380.0810.520-0.0491.0000.3570.021-0.374
Zdr_5x5_90th0.0080.0090.020-0.636-0.3230.6960.4850.5080.5080.5120.5170.4790.4890.4990.7150.5970.6880.7800.560-0.5230.3571.0000.019-0.536
minutes_past-0.0000.006-0.002-0.017-0.0060.0140.0120.0130.0140.0130.0120.0140.0130.0120.0140.0170.0160.0100.019-0.0100.0210.0191.000-0.014
radardist_km0.0200.002-0.0200.3850.128-0.365-0.368-0.412-0.435-0.422-0.411-0.386-0.380-0.377-0.429-0.480-0.445-0.397-0.3890.262-0.374-0.536-0.0141.000

Missing values

2024-07-12T10:35:27.019593image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
A simple visualization of nullity by column.
2024-07-12T10:35:29.126988image/svg+xmlMatplotlib v3.8.4, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

Idminutes_pastradardist_kmRefRef_5x5_10thRef_5x5_50thRef_5x5_90thRefCompositeRefComposite_5x5_10thRefComposite_5x5_50thRefComposite_5x5_90thRhoHVRhoHV_5x5_10thRhoHV_5x5_50thRhoHV_5x5_90thZdrZdr_5x5_10thZdr_5x5_50thZdr_5x5_90thKdpKdp_5x5_10thKdp_5x5_50thKdp_5x5_90thExpected
0129.83333310.00.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.254000
1229.0833332.016.62500013.66666717.37521.33333322.66666720.37500022.91666725.9166670.9986110.9936110.9983331.0000000.3802080.1197920.4166670.781250-0.288187-1.448893-0.3190961.1166611.016001
2330.75000010.00.0000000.0000000.0008.5000000.0000000.0000000.0000008.5000000.0000000.0000000.0000000.8016670.0000000.0000000.0000002.0625000.0000000.0000000.0000000.00000026.162014
3428.1538469.026.60000020.07142925.80030.26923126.66666721.09090925.11538532.2307690.9883330.0000000.9883331.015833-1.1250000.0000000.5000001.5156257.0299990.0000000.0000006.3299944.064002
4528.71428613.00.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000774.700440
5629.83333313.00.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.254000
6730.93333313.014.75000010.50000012.50014.42857114.75000011.50000014.87500015.7142860.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.508000
7831.0833338.019.60000018.08333319.20024.86363624.59090922.25000023.72727328.5909090.9316670.9366670.9933331.0145241.156250-0.5937500.5312501.0267860.002499-3.963338-0.2175063.7349973.225002
8928.38461518.00.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.00000018.288010
91027.33333310.033.95833330.29166733.62537.12500034.79166732.12500034.79166738.0000000.9027780.8358330.9458330.9875000.255208-1.0312500.5260422.838542-1.404172-5.9383370.1766626.9999950.010000
Idminutes_pastradardist_kmRefRef_5x5_10thRef_5x5_50thRef_5x5_90thRefCompositeRefComposite_5x5_10thRefComposite_5x5_50thRefComposite_5x5_90thRhoHVRhoHV_5x5_10thRhoHV_5x5_50thRhoHV_5x5_90thZdrZdr_5x5_10thZdr_5x5_50thZdr_5x5_90thKdpKdp_5x5_10thKdp_5x5_50thKdp_5x5_90thExpected
1143821118093430.76470611.026.66666724.37500029.08333333.90625029.16666726.00000028.07142935.4687500.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000002.540001
1143822118093530.57142914.017.00000013.50000016.25000019.55555618.25000016.00000017.37500020.9444441.0073810.9366670.9050001.016852-0.544643-0.875-1.1339291.173611-0.660006-4.560005-1.9114345.5514270.508000
1143823118093629.71428612.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.00000026.162014
1143824118093828.36363610.019.0000000.00000019.00000019.16666723.00000014.00000023.00000024.3333330.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000000.508000
1143825118093929.66666710.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.000000166.370090
1143826118094131.16666715.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000001728.978900
1143827118094228.4615389.015.66666713.00000015.88888919.95000017.33333314.00000015.90000019.7727270.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000001.524001
1143828118094326.50000014.00.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000000.254000
1143829118094430.76470611.026.66666724.37500029.08333333.90625029.16666726.00000028.07142935.4687500.0000000.0000000.0000000.0000000.0000000.0000.0000000.0000000.0000000.0000000.0000000.0000003.556002
1143830118094528.3846159.028.16666718.14285727.00000036.50000029.66666717.94444428.95833337.7307691.0466670.8450001.0233331.0516670.875000-1.1250.5625003.0208339.7249910.000000-8.0299999.7249918.636004